Feasibility of a Hybrid Brain-Computer Interface for Advanced Functional Electrical Therapy

Joint Authors

Savić, Andrej M.
Malešević, Nebojša M.
Popović, Mirjana B.

Source

The Scientific World Journal

Issue

Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-11, 11 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2014-01-27

Country of Publication

Egypt

No. of Pages

11

Main Subjects

Medicine
Information Technology and Computer Science

Abstract EN

We present a feasibility study of a novel hybrid brain-computer interface (BCI) system for advanced functional electrical therapy (FET) of grasp.

FET procedure is improved with both automated stimulation pattern selection and stimulation triggering.

The proposed hybrid BCI comprises the two BCI control signals: steady-state visual evoked potentials (SSVEP) and event-related desynchronization (ERD).

The sequence of the two stages, SSVEP-BCI and ERD-BCI, runs in a closed-loop architecture.

The first stage, SSVEP-BCI, acts as a selector of electrical stimulation pattern that corresponds to one of the three basic types of grasp: palmar, lateral, or precision.

In the second stage, ERD-BCI operates as a brain switch which activates the stimulation pattern selected in the previous stage.

The system was tested in 6 healthy subjects who were all able to control the device with accuracy in a range of 0.64–0.96.

The results provided the reference data needed for the planned clinical study.

This novel BCI may promote further restoration of the impaired motor function by closing the loop between the “will to move” and contingent temporally synchronized sensory feedback.

American Psychological Association (APA)

Savić, Andrej M.& Malešević, Nebojša M.& Popović, Mirjana B.. 2014. Feasibility of a Hybrid Brain-Computer Interface for Advanced Functional Electrical Therapy. The Scientific World Journal،Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-1051070

Modern Language Association (MLA)

Savić, Andrej M.…[et al.]. Feasibility of a Hybrid Brain-Computer Interface for Advanced Functional Electrical Therapy. The Scientific World Journal No. 2014 (2014), pp.1-11.
https://search.emarefa.net/detail/BIM-1051070

American Medical Association (AMA)

Savić, Andrej M.& Malešević, Nebojša M.& Popović, Mirjana B.. Feasibility of a Hybrid Brain-Computer Interface for Advanced Functional Electrical Therapy. The Scientific World Journal. 2014. Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-1051070

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-1051070